AI & ALGORITHMS
How to Download & Build DeepStream YOLOR on NVIDIA Jetson TX2NX?
WHAT YOU WILL LEARN? 1. How to Download & Build YOLOR? 2. How to Test YOLOR with a model? ENVIRONMENT Hardware: DSBOX-TX2NX OS: JetPack-4.6 In this blog-post, we will download &...
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How to Train a Custom Object Detection Model with YOLOX?
WHAT YOU WILL LEARN? 1- How to Download Custom Dataset on Roboflow? 2- How to Prepare the Dataset? 3- How to Train the Model? 4- How to Evaluate the Model? 5- How to Test the Model? ENVIR...
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How to Integrate Custom TLT Classification Model to NVIDIA® Jetson™ Modules?
WHAT YOU WILL LEARN? 1- How to generate engine Using TLT-Converter? 2- How to Deploy the Model in Deepstream? ENVIRONMENT Hardware: DSBOX-NX2 OS: Jetpack 4.5 You can add custom HTML /...
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How to Integrate Custom TLT Semantic Segmentation Model to NVIDIA® Jetson™ Modules?
WHAT YOU WILL LEARN? 1- How to Generate Engine Using tlt-converter? 2- How to Deploy the Model in Deepstream? ENVIRONMENT Hardware: DSBOX-NX2 OS: Jetpack 4.5 In this blog post, we w...
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How to run TLT Object Detection Pre-Trained Models in Deepstream on NVIDIA® Jetson™ Modules?
WHAT YOU WILL LEARN? 1-How to install deepstream and configure your model files for object detection. 2-How to use deepstream-app to run object detection. ENVIRONMENT Hardware: DSBOX-N2(N...
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How to Run Jetson Inference Example on Forecr Products (PoseNet)
WHAT YOU WILL LEARN? 1- How to make pose estimation using poseNet? 2- How to use camera to make a pose estimation? ENVIRONMENT Hardware: DSBOX-NX2, Camera (MIPI CSI or V4L2) OS: Jetpack...
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How to run Car License Recognition?
WHAT YOU WILL LEARN? 1- How to download TLT-converter? 2- How to download Project? 3- How to build and run car license plate recognition Project? ENVIRONMENT Hardware: DSBOX-N2 OS: Jetpac...
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How to Train SSD-Mobilenet Model for Object Detection using PyTorch?
WHAT YOU WILL LEARN? 1- How to Download the Dataset? 2- How to Train the SSD-Mobilenet Model? 3- How to Test Images with TensorRT for Object Detection? ENVIRONMENT Hardware: DSBOX-N2 O...
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How to Train Your Own Dataset for Classification using PyTorch?
WHAT YOU WILL LEARN? 1-How to Collect Your Own Dataset? 2- How to Train Your Own Dataset? 3- How to Test Your Own Dataset? ENVIRONMENT Hardware: DSBOARD-NX2 OS: Jetpack 4.5 Camera: MIPI C...
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How to Re-Train a Dataset using PyTorch?
WHAT YOU WILL LEARN? 1- How to Re-Train 2 Class Dataset on Resnet18-Model? 2- How to Run Re-Trained Model with TensorRT? 3- How to Test Re-Trained Model on Live Camera? ENVIRONMENT Hardwa...
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How to Run NVIDIA® Jetson™ Inference Example on Forecr Products (DetectNet)
WHAT YOU WILL LEARN? 1- How to locate an object using detectNet form from pictures, videos or camera capture? 2- How to write your own object detection program using Python? ENVIRONMENT H...
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How to Run NVIDIA® Jetson™ Inference Example on Forecr Products (SegNet)
WHAT YOU WILL LEARN? 1- How to recognize objects by using segNet and indicate them by color? 2- How to use camera to segment objects live? ENVIRONMENT Hardware: DSBOX-NX2 (Nano), Camera ...
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How to Run Tensorflow Object Detection with Docker on NVIDIA® Jetson™ Modules?
WHAT YOU WILL LEARN? 1- How to pull Docker Image from Nvidia NGC 2- How to configure Docker Container with using graphic interface 3- How to test TensorFlow environment with custom masked face...
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